VC-PCR: A Prediction Method based on Supervised Variable Selection and Clustering

no code implementations • 2 Feb 2022 • Rebecca Marion, Johannes Lederer, Bernadette Govaerts, Rainer von Sachs

Sparse linear prediction methods suffer from decreased prediction accuracy when the predictor variables have cluster structure (e. g. there are highly correlated groups of variables).

Clustering regression +1